Literature DB >> 33441879

Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation.

Germano Heinzelmann1, Michael K Gilson2.   

Abstract

Absolute binding free energy calculations with explicit solvent molecular simulations can provide estimates of protein-ligand affinities, and thus reduce the time and costs needed to find new drug candidates. However, these calculations can be complex to implement and perform. Here, we introduce the software BAT.py, a Python tool that invokes the AMBER simulation package to automate the calculation of binding free energies for a protein with a series of ligands. The software supports the attach-pull-release (APR) and double decoupling (DD) binding free energy methods, as well as the simultaneous decoupling-recoupling (SDR) method, a variant of double decoupling that avoids numerical artifacts associated with charged ligands. We report encouraging initial test applications of this software both to re-rank docked poses and to estimate overall binding free energies. We also show that it is practical to carry out these calculations cheaply by using graphical processing units in common machines that can be built for this purpose. The combination of automation and low cost positions this procedure to be applied in a relatively high-throughput mode and thus stands to enable new applications in early-stage drug discovery.

Entities:  

Year:  2021        PMID: 33441879      PMCID: PMC7806944          DOI: 10.1038/s41598-020-80769-1

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  59 in total

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Authors:  Araz Jakalian; David B Jack; Christopher I Bayly
Journal:  J Comput Chem       Date:  2002-12       Impact factor: 3.376

2.  Development and testing of a general amber force field.

Authors:  Junmei Wang; Romain M Wolf; James W Caldwell; Peter A Kollman; David A Case
Journal:  J Comput Chem       Date:  2004-07-15       Impact factor: 3.376

3.  Toward Fast and Accurate Binding Affinity Prediction with pmemdGTI: An Efficient Implementation of GPU-Accelerated Thermodynamic Integration.

Authors:  Tai-Sung Lee; Yuan Hu; Brad Sherborne; Zhuyan Guo; Darrin M York
Journal:  J Chem Theory Comput       Date:  2017-06-23       Impact factor: 6.006

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Journal:  J Mol Graph       Date:  1996-02

5.  The statistical-thermodynamic basis for computation of binding affinities: a critical review.

Authors:  M K Gilson; J A Given; B L Bush; J A McCammon
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Review 6.  Efficient drug lead discovery and optimization.

Authors:  William L Jorgensen
Journal:  Acc Chem Res       Date:  2009-06-16       Impact factor: 22.384

7.  Open Babel: An open chemical toolbox.

Authors:  Noel M O'Boyle; Michael Banck; Craig A James; Chris Morley; Tim Vandermeersch; Geoffrey R Hutchison
Journal:  J Cheminform       Date:  2011-10-07       Impact factor: 5.514

8.  The hidden energetics of ligand binding and activation in a glutamate receptor.

Authors:  Albert Y Lau; Benoît Roux
Journal:  Nat Struct Mol Biol       Date:  2011-02-13       Impact factor: 15.369

9.  Charge-Changing Perturbations and Path Sampling via Classical Molecular Dynamic Simulations of Simple Guest-Host Systems.

Authors:  Christoph Öhlknecht; Jan Walther Perthold; Bettina Lier; Chris Oostenbrink
Journal:  J Chem Theory Comput       Date:  2020-11-02       Impact factor: 6.006

10.  Attach-Pull-Release Calculations of Ligand Binding and Conformational Changes on the First BRD4 Bromodomain.

Authors:  Germano Heinzelmann; Niel M Henriksen; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2017-06-13       Impact factor: 6.006

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  12 in total

1.  Fast Equilibration of Water between Buried Sites and the Bulk by Molecular Dynamics with Parallel Monte Carlo Water Moves on Graphical Processing Units.

Authors:  Ido Y Ben-Shalom; Charles Lin; Brian K Radak; Woody Sherman; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2021-11-11       Impact factor: 6.006

2.  LIMO: Latent Inceptionism for Targeted Molecule Generation.

Authors:  Peter Eckmann; Kunyang Sun; Bo Zhao; Mudong Feng; Michael K Gilson; Rose Yu
Journal:  Proc Mach Learn Res       Date:  2022-07

3.  Gene Interaction Network Analysis Reveals IFI44L as a Drug Target in Rheumatoid Arthritis and Periodontitis.

Authors:  Pradeep Kumar Yadalam; Thilagar Sivasankari; Santhiya Rengaraj; Maryam H Mugri; Mohammed Sayed; Samar Saeed Khan; Mona Awad Kamil; Shilpa Bhandi; A Thirumal Raj; Shankargouda Patil; Artak Heboyan
Journal:  Molecules       Date:  2022-04-25       Impact factor: 4.927

4.  Developing end-point methods for absolute binding free energy calculation using the Boltzmann-quasiharmonic model.

Authors:  Lauren Wickstrom; Emilio Gallicchio; Lieyang Chen; Tom Kurtzman; Nanjie Deng
Journal:  Phys Chem Chem Phys       Date:  2022-03-09       Impact factor: 3.945

Review 5.  Molecular dynamics: a powerful tool for studying the medicinal chemistry of ion channel modulators.

Authors:  Daniel Şterbuleac
Journal:  RSC Med Chem       Date:  2021-07-22

6.  RestraintMaker: a graph-based approach to select distance restraints in free-energy calculations with dual topology.

Authors:  Benjamin Ries; Salomé Rieder; Clemens Rhiner; Philippe H Hünenberger; Sereina Riniker
Journal:  J Comput Aided Mol Des       Date:  2022-03-22       Impact factor: 4.179

7.  Computational Investigations on the Natural Small Molecule as an Inhibitor of Programmed Death Ligand 1 for Cancer Immunotherapy.

Authors:  Geethu S Kumar; Mahmoud Moustafa; Amaresh Kumar Sahoo; Petr Malý; Shiv Bharadwaj
Journal:  Life (Basel)       Date:  2022-04-29

8.  Potential Therapeutic Targets of Rehmannia Formulations on Diabetic Nephropathy: A Comparative Network Pharmacology Analysis.

Authors:  Kam Wa Chan; Kam Yan Yu; Wai Han Yiu; Rui Xue; Sarah Wing-Yan Lok; Hongyu Li; Yixin Zou; Jinyuan Ma; Kar Neng Lai; Sydney Chi-Wai Tang
Journal:  Front Pharmacol       Date:  2022-03-21       Impact factor: 5.810

9.  Structure-based virtual screening workflow to identify antivirals targeting HIV-1 capsid.

Authors:  Qinfang Sun; Avik Biswas; R S K Vijayan; Pierrick Craveur; Stefano Forli; Arthur J Olson; Andres Emanuelli Castaner; Karen A Kirby; Stefan G Sarafianos; Nanjie Deng; Ronald Levy
Journal:  J Comput Aided Mol Des       Date:  2022-03-09       Impact factor: 4.179

10.  Dummy Atoms in Alchemical Free Energy Calculations.

Authors:  Markus Fleck; Marcus Wieder; Stefan Boresch
Journal:  J Chem Theory Comput       Date:  2021-06-14       Impact factor: 6.006

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